Bureaucracy, Rational-Legal Authority, and AI Accountability

Weber's analysis of bureaucracy was not the caricature that entered common speech. He designed his ideal-type bureaucracy as the institutional form that maximally guaranteed accountability: clear hierarchies, formal rules, written records, expert staff, impersonal procedures, and traceable chains of human responsibility in which every decision could, in principle, be attributed to a specific official who could be called to account. The form was not perfect, but it represented modernity's most systematic attempt to embed accountability into organizational structure itself. AI disrupts every element of this design. Decisions are produced by processes exceeding human comprehension. Responsibility is distributed across engineers, managers, policymakers, and users. The phrase the algorithm did it functions as a shield against accountability, dispersing responsibility so broadly no one bears it. The erosion is structural, not incidental: the characteristics making AI attractive as a decision tool are precisely those making accountability difficult to locate.